Dr. Savita A. Kumbhare

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About Programmes Board of studies People Laboratories MTech Computer MOUs

NAME : Dr. Savita Ajay Kumbhare
DESIGNATION : Associate Professor
QUALIFICATION :

  • Ph. D. in Computer Science and Engineering
  • ME in Computer Networks
  • B.E. in Information Technology

OVERVIEW OF PROFILE :

  1. Ph.D. in Computer Science and Engineering.
  2. Around 17 + years of experience in teaching at the Engineering Institute, guided more than 15 projects, and have six months of hands-on experience in Data Science, Data analytics, and Machine Learning using Python.
  3. Portfolio handled - University Theory/ Practical Exam, School level Curriculum designing as per NEP-2020 at STR, DPGU, Time table coordinator, Departmental Academic Coordinator, Syllabus setting, Academic Meetings such as CRC, QIC, BoS Coordination, Workshops, FDP coordinator.
  4. 27 Scopus Papers, 3 Patent Grant, 5 Patent Published, 1 Copyright
  5. Handled ERP project Management and deployment cycle
  6. Research Project Guidance – Project title: Attendance Monitoring of Faculty and students through CCTV, development and deployment at DIT, Pimpri
  7. Wipro Certified Java Trainer.
  8. AICTE Leadership in Teaching Excellence (LITE) Faculty Coordinator.
  9. Organized Conferences and FDP successfully.
  10. Taught subjects: DBMS, C Programming, OOP, Data Structures and Algorithms, Digital Electronics and Logic Design, Software Engineering
  11. 6 Months of Consultancy work for Blastoserve Scientific, Aurangabad

FORE FRONT AREA OF RESEARCH : Machine Learning, Deep Learning

EMAIL ID : savita.kumbhare@mitaoe.ac.in
CONTACT NO : 020-30253500
MOBILE NUMBER : 9595360039
EXPERIENCE : Teaching: 17 Years, Industry: 01 Year, Research: 04 Years

Research Profile:


  • AICTE Leadership in Teaching Excellence (LITE) Faculty Coordinator.
  • Wipro Certified Java Trainer.
  • Best Paper Award at 1st Annual Doctoral Symposium – 2021, GITAM, Bangalore

PUBLICATIONS :

A. INTERNATIONAL JOURNALS

  1. Jadhav, D., Lonare, S., Kathole, A.B. et al. Smart contract vulnerability detection: utilizing finite element interpolated neural networks for enhanced security in blockchain applications. Prog Artif Intell (2025). https://doi.org/10.1007/s13748-025-00405-9
  2. Vhatkar, K., Kathole, A. B., Lonare, S., Katti, J., & Kimbahune, V. V. (2025). Designing an optimal task scheduling and VM placement in the cloud environment with multi-objective constraints using Hybrid Lemurs and Gannet Optimization Algorithm. Network: Computation in Neural Systems, 36(4), 2075–2105. https://doi.org/10.1080/0954898X.2024.2412678
  3. Atul Kathole, Savita Lonare, Anuja Jadhav, Jayashree Katti, Gulbakshee Dharmale, An intelligent model of heuristic improvement and transformer-based adaptive deep ensemble networks with ASPP for detecting tuberculosis disorder using chest X-Ray images J Inf Knowl Manag (2025), https://www.worldscientific.com/doi/abs/10.1142/S0219649225500273
  4. AB Kathole, S Lonare, J Katti, K Vhatkar, G Dharmale, Efficient fuzzy ranking with ensemble machine learning network for attack detection and classification in VANET, Expert Systems with Applications (2025) 279, 127295
  5. AB Kathole, K Vhatkar, S Lonare, AP Kshirsagar, Optimization-based resource scheduling techniques in cloud computing environment: A review of scientific workflows and future directions, Computers and Electrical Engineering (2025) 123, 110080
  6. Shinde, S., Kalbhor, M., Stoian, G., Danciulescu, D., Lonare, S., Waghmare, J., Jude, H.D, C-URFMN: Cervical cancer diagnosis by using unbounded recurrent fuzzy min-max neural network diagnosis. Traitement du Signal. (2025), Vol. 42, No. 1, pp. 441-453. https://doi.org/10.18280/ts.420138
  7. AB Kathole, J Katti, S Lonare, G Dharmale, Erratum to “Identify and classify pests in the agricultural sector using metaheuristics deep learning approach” [Franklin Open Volume 3, June 2023, 100024], Franklin Open (2024) 9, 100122
  8. K Vhatkar, AB Kathole, S Lonare, N Gandhewar, Energy Aware Optimal Virtual Machine Scheduling in Cloud Environment Using Hybridized Egret Swarm with Sea Lion Optimization Algorithm, Neural Processing Letters (2024) 56 (6), 248
  9. AB Kathole, SD Patil, S Kumbhare, K Vhatkar, AP Kshirsagar, Electronic health records protection strategy by using blockchain approach, Multimedia Tools and Applications (2024) 83 (39), 86883-86894
  10. S Kumbhare, SA Ubale, G Dharmale, N Mhala, N Gandhewar, IoT-enabled agricultural waste management for sustainable energy generation, Int. J. Intell. Syst. Appl. Eng (2024), 12 (13s), 477-482
  11. AB Kathole, S Lonare, G Dharmale, J Katti, K Vhatkar, VV Kimbahune, Sentiment Analysis-Based Automatic Stress and Emotion Recognition using Weighted Fused Fusion-Based Cascaded DTCN with Attention Mechanism from EEG Signal, Journal of Information & Knowledge Management (2024), 23 (05), 2450061
  12. S Lonare, R Bhramaramba, Federated approach for privacy-preserving traffic prediction using graph convolutional network, Journal of Shanghai Jiaotong University (Science) (2024) 29 (3), 509-517
  13. Patil, Yogesh & Patil, Yogesh & Kachhoria, Renu & Lonare, Savita & Bhandari, Sheetal. (2022). A Hybrid Traceback based Network Forensic Technique to Identifying Origin of Cybercrime. Journal of Engineering Science and Technology Review (2022). 15. 28-34. 10.25103/jestr.156.04.
  14. Patil, R.Y., Patil, Y.H., Kachhoria, R. Lonare, S. “A provably secure data sharing scheme for smart gas distribution grid using fog computing” Int. j. inf. tecnol. 14, 2927–2939 (2022).
  15. SD Patil, AB Kathole, S Kumbhare, K Vhatkar, VV Kimbahune, A blockchain-based approach to ensuring the security of electronic data, Int. J. Intell. Syst. Appl. Eng (2024), 12 (11s), 649-655
  16. AB Kathole, KN Vhatkar, S Kumbhare, J Katti, VV Kimbahune IoT-based smart agriculture for onion plant disease management: A comprehensive approach, Int. J. Intell. Syst. Appl. Eng (2024) 12 (3), 472-476
  17. Savita Lonare, R. Bhramaramba, “Federated Approach for Privacy Preserving Traffic Prediction Using Graph Convolutional Network” Shanghai Jiaotong Univ. (Sci.) (2021)
  18. Savita Lonare, R. Bhramaramba, “Privacy-preserving decentralized learning approach for vehicular traffic forecasting”, Journal of Engineering Science and Technology Review (2021), 14 (3)

B. BOOKS / BOOK CHAPTERS

  1. Privacy-Enhancing Techniques for Gradients in Federated Machine Learning. Lonare, S., Bhramaramba, R. (2023). In: Neustein, A., Mahalle, P.N., Joshi, P., Shinde, G.R. (eds) AI, IoT, Big Data and Cloud Computing for Industry 4.0. Signals and Communication Technology. Springer, Cham. https://doi.org/10.1007/978-3-031-29713-7_19
  2. Devanagari Handwritten Character Recognition Using Dynamic Routing Algorithm. Lonare, S., Patil, R., Kachoria, R. (2023). In: Neustein, A., Mahalle, P.N., Joshi, P., Shinde, G.R. (eds) AI, IoT, Big Data and Cloud Computing for Industry 4.0. Signals and Communication Technology. Springer, Cham. https://doi.org/10.1007/978-3-031-29713-7_15

C. INTERNATIONAL CONFERENCES

  1. Student Certificate Validation Using Blockchain Technology, Kumbhare Savita, Jadhav Ashwini, Dhage Pranav, Divekar Pooja, Kudale Akanksha, International Conference on Sustainable and Futuristic Technologies, ICSFT 2026
  2. Proctorise: Robust online exam proctoring system using MoveNet, COCO-SSD and face verification, S Kumbhare, A Gautam, N Ahirao, S Sonawane, S Pimpare (2024), American Institute of Physics Conference Series 3214 (1), 020059
  3. Crime Prediction Using Ensemble Machine Learning Approach, S Kumbhare, S Jawale, A Pashte, R Ghosalkar, S Pande (2024), International Conference on Power Engineering and Intelligent Systems
  4. C. Asole, V. Chaudhari, A. Abhang, S. Apshete and S. Lonare, "Messenger Read Later Feature with Reminder Function," 2022 6th International Conference On Computing, Communication, Control And Automation (ICCUBEA), Pune, India, 2022, pp. 1-6.
  5. Traffic Flow Prediction Using Regression and Deep Learning Approach. Lonare, S., Bhramaramba, R. (2020). Traffic In: Smys, S., Iliyasu, A.M., Bestak, R., Shi, F. (eds) New Trends in Computational Vision and Bio-inspired Computing. Springer, Cham. https://doi.org/10.1007/978-3-030-41862-5_63
  6. "Technique for detection of cooperative black hole attack in MANET," G. Wahane and S. Lonare, Fourth International Conference on Computing, Communications and Networking Technologies (ICCCNT), Tiruchengode, India, 2013, pp. 1-8, doi: 10.1109/ICCCNT.2013.6726621.
  7. "Technique for detection of cooperative black hole attack in MANET," G. Wahane and S. Lonare, Fourth International Conference on Computing, Communications and Networking Technologies (ICCCNT), Tiruchengode, India, 2013, pp. 1-8, doi: 10.1109/ICCCNT.2013.6726621.

D. NATIONAL CONFERENCES

  1. Savita Lonare, “Energy Efficient Composite Event Detection Along With Sleep Awake Policy In WSN”, IJCA, pp 28-32, 2013

E. PATENT DETAILS:

Patent Filed:

  1. Bluetooth-Based Attendance System
  2. Automatic Rectilinear Image Cropping Approach
  3. Smart Water Bottle

Patent Granted:

  1. Design Patent on ‘LED Bookmark’
  2. Life-Saving Belt With Automatic Inflation Based On Abnormal Heart Rate
  3. Roadside Unit (RSU) Based Emergency Vehicle Warning System